Triple
T23019005
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Strengthening Tribal Colleges and Universities programs |
E573110
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object | Title V Developing Hispanic-Serving Institutions Program |
—
|
NE NERFINISHED |
How this triple was built (2 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Title V Developing Hispanic-Serving Institutions Program | Statement: [Strengthening Tribal Colleges and Universities programs, relatedTo, Title V Developing Hispanic-Serving Institutions Program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Title V Developing Hispanic-Serving Institutions Program Context triple: [Strengthening Tribal Colleges and Universities programs, relatedTo, Title V Developing Hispanic-Serving Institutions Program]
-
A.
Title V Developing Hispanic-Serving Institutions Program
chosen
The Title V Developing Hispanic-Serving Institutions Program is a federal grant initiative that supports colleges and universities with significant Hispanic enrollment in strengthening their academic quality, institutional capacity, and student support services.
-
B.
Hispanic-Serving Institution
A Hispanic-Serving Institution is a college or university in the United States where Hispanic students constitute a significant portion of the enrollment and which meets specific federal criteria to receive support for serving these students.
-
C.
Strengthening Predominantly Black Institutions programs
Strengthening Predominantly Black Institutions programs are U.S. federal initiatives that provide financial and capacity-building support to colleges and universities with predominantly Black student populations to enhance educational quality and student success.
-
D.
Strengthening Tribal Colleges and Universities programs
Strengthening Tribal Colleges and Universities programs are federal initiatives that provide financial and institutional support to enhance the capacity and educational quality of Tribal Colleges and Universities serving Native American communities.
-
E.
Minority-Serving Institution
A Minority-Serving Institution is a U.S. college or university that enrolls and supports high concentrations of students from historically underrepresented racial or ethnic minority groups, often receiving federal recognition and funding to advance their educational success.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69e245b764cc8190a51be76f1d9611e1 |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f183e777cc81908c0b0bfd9d5a717c |
completed | April 29, 2026, 4:07 a.m. |
Created at: April 17, 2026, 3:52 p.m.